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Neuro-optimal control for discrete stochastic processes via a novel policy iteration algorithm
期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, 卷号: 50, 期号: 11, 页码: 3972-3985
作者:
Liang, Mingming
;
Wang, Ding
;
Liu, Derong
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浏览/下载:223/74
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提交时间:2020/10/23
Adaptive critic designs
adaptive dynamic programming (ADP)
local policy iteration
neuro-dynamic programming
optimal control
stochastic processes
Adaptive dynamic programming-based stabilization of nonlinear systems with unknown actuator saturation
期刊论文
NONLINEAR DYNAMICS, 2018, 卷号: 93, 期号: 4, 页码: 2089-2103
作者:
Zhao, Bo
;
Jia, Lihao
;
Xia, Hongbing
;
Li, Yuanchun
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浏览/下载:412/146
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提交时间:2018/10/10
Adaptive Dynamic Programming
Unknown Actuator Saturation
Continuous-time Nonlinear Systems
Stabilizing Control
Neural Networks
Adaptive Critic Nonlinear Robust Control: A Survey
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 10, 页码: 3429-3451
作者:
Wang, Ding
;
He, Haibo
;
Liu, Derong
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浏览/下载:447/151
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提交时间:2018/03/03
Adaptive Critic Designs
Adaptive/approximate Dynamic Programming (Adp)
Boundedness
Convergence
Neural Networks
Optimal Control
Reinforcement Learning
Robust Control
Stability
Novel iterative neural dynamic programming for data-based approximate optimal control design
期刊论文
AUTOMATICA, 2017, 卷号: 81, 页码: 240-252
作者:
Mu, Chaoxu
;
Wang, Ding
;
He, Haibo
Adobe PDF(1611Kb)
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浏览/下载:387/156
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提交时间:2017/09/12
Iterative Neural Dynamic Programming (Indp)
Data-based Control
Approximate Optimal Control
Heuristic Dynamic Programming (Hdp)
Affine And non-Affine Nonlinear Systems
Observer-critic structure-based adaptive dynamic programming for decentralised tracking control of unknown large-scale nonlinear systems
期刊论文
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2017, 卷号: 48, 期号: 9, 页码: 1978-1989
作者:
Zhao, Bo
;
Liu, Derong
;
Yang, Xiong
;
Li, Yuanchun
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浏览/下载:341/123
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提交时间:2017/07/18
Adaptive Dynamic Programming
Decentralised Tracking Control
Unknown Large-scale Nonlinear Systems
Observer-critic Structure
Neural Networks
Adaptive near-optimal controllers for non-linear decentralised feedback stabilisation problems
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 6, 页码: 799-806
作者:
Wang, Ding
;
He, Haibo
;
Zhao, Bo
;
Liu, Derong
Adobe PDF(3178Kb)
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浏览/下载:366/106
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提交时间:2017/07/18
Adaptive Control
Optimal Control
Continuous Time Systems
Nonlinear Control Systems
Decentralised Control
Feedback
Stability
Control System Synthesis
Adaptive-critic-based Near-optimal Controller
Continuous-time Nonlinear Decentralised Feedback Stabilisation Problem
Decentralised Feedback Control Problem
Updating Rule
Approximation Property
Learning Mechanism
Optimal control for discrete-time systems with actuator saturation
期刊论文
OPTIMAL CONTROL APPLICATIONS & METHODS, 2017, 卷号: 38, 期号: 6, 页码: 1071-1080
作者:
Lin, Qiao
;
Wei, Qinglai
;
Zhao, Bo
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Adobe PDF(348Kb)
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浏览/下载:569/262
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提交时间:2017/05/04
Approximate Dynamic Programming
Discrete Time
Generalized Policy Iteration
Optimal Control
Saturating Actuators
Adaptive Optimal Control of Highly Dissipative Nonlinear Spatially Distributed Processes With Neuro-Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 4, 页码: 684-696
作者:
Luo, Biao
;
Wu, Huai-Ning
;
Li, Han-Xiong
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Adobe PDF(2465Kb)
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浏览/下载:373/122
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提交时间:2016/03/30
Adaptive Optimal Control
Empirical Eigenfunction (Eef)
Highly Dissipative Partial Differential Equations (Pdes)
Neuro-dynamic Programming (Ndp)
Spatially Distributed Processes (Sdps)
Finite-horizon neuro-optimal tracking control for a class of discrete-time nonlinear systems using adaptive dynamic programming approach
期刊论文
NEUROCOMPUTING, 2012, 卷号: 78, 期号: 1, 页码: 14-22
作者:
Wang, Ding
;
Liu, Derong
;
Wei, Qinglai
Adobe PDF(465Kb)
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浏览/下载:273/97
  |  
提交时间:2015/08/12
Adaptive Critic Designs
Adaptive Dynamic Programming
Approximate Dynamic Programming
Finite-horizon Optimal Tracking Control
Learning Control
Neural Networks
Reinforcement Learning
Discrete-time online learning control for a class of unknown nonaffine nonlinear systems using reinforcement learning
期刊论文
NEURAL NETWORKS, 2014, 卷号: 55, 页码: 30-41
作者:
Yang, Xiong
;
Liu, Derong
;
Wang, Ding
;
Wei, Qinglai
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Adobe PDF(684Kb)
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浏览/下载:403/148
  |  
提交时间:2015/08/12
Adaptive Critic Design
Neural Network
Nonaffine Nonlinear System
Online Learning
Reinforcement Learning